Dimension reduction for data mining application

Data processing: database and file management or data structures – Database design – Data structure types

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707 3, 707 5, G06F 1730

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active

060321466

ABSTRACT:
A method, apparatus, and article of manufacture for a computer-implemented random reliability engine for computer-implemented dimension reduction using association rules for data mining application. The data mining is performed by the computer to retrieve data from a data store stored on a data storage device coupled to the computer. The data store has records that have multiple attributes. The multiple attributes of a table are clustered to produce a plurality of sets of attributes. Each set of attributes is clustered to obtain data mining attributes.

REFERENCES:
patent: 5615341 (1997-03-01), Agrawal et al.
patent: 5727199 (1998-03-01), Chen et al.
patent: 5819258 (1998-10-01), Vaithyanathan et al.
patent: 5832182 (1998-11-01), Zhang et al.
patent: 5832475 (1998-11-01), Agrawal et al.
patent: 5857179 (1999-01-01), Vaithyanathan et al.
patent: 5875285 (1999-02-01), Chang
patent: 5884305 (1999-03-01), Kleinberg et al.
patent: 5890150 (1999-03-01), Ushijima et al.
R. Agrawal, et al., "Fast Discovery of Association Rules", Advances in Knowledge Discovery and Data Mining, Chapter 12, pp. 307-328, 1995.
R. Agrawal, et al., "An Interval Classifier for Database Mining Applications", VLDB, pp. 560-573, Aug. 23-27, 1992.
J.H. Friedman, et al., "A Projection Pursuit Algorithm for Exploratory Data Analysis", IEEE Transactions on Computers, vol. C-23, No. 9, pp. 881-890, Sep. 1974.
M.C. Jones, et al., "What is Projection Pursuit?", J. R. Statis. Soc., Series A, vol. 150, Part 1, pp. 1-38, 1987.
M. Houtsma, et al., "Set-Oriented Mining for Association Rules in Relational Databases", Proceedings of the Eleventh International Conference on Data Engineering, pp. 25-33, Mar. 6-10, 1995.

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